多阶段电网规划模型与混合优化方法Multistage Grid Planning Models and Hybrid Optimization Algorithms
丘文千,丘扬
QIU Wen-qian1,QIU Yang2(1.Zhejiang Electric Power Design Institute
摘要(Abstract):
提出以满足系统可靠性准则为约束条件和系统发展过程中各阶段建设费用为优化目标的电网规划模型,运用混合优化方法求解此优化规划模型,可有效提高收敛性能和稳定性。运用递延枚举优化进行局部深度搜索,即可得到方案的局部最优解。运用分解递延枚举和隐含递延枚举技术加快递延枚举过程。通过算例验证了规划模型及其优化方法的实用性和有效性。
The grid planning models are presented to meet power system reliability criteria as constraints and to reduce the stages construction costs as optimization goal.To solve the models,hybrid optimization methods are developed so that the convergence and stability of the algorithms are improved effectively.Deferred enumeration optimization is used for local depth searches,and then local optimal solutions are obtained.Decomposition and implicit deferred enumeration technology is used to accelerate the enumerating process.The practicability and effectiveness of the planning models and relevant optimization methods are verified with calculation cases.
关键词(KeyWords):
电力系统可靠性;随机规划;不确定规划;多阶段规划;遗传算法
power system reliability;stochastic planning;uncertain planning;multistage planning;genetic algorithm
基金项目(Foundation):
作者(Author):
丘文千,丘扬
QIU Wen-qian1,QIU Yang2(1.Zhejiang Electric Power Design Institute
DOI: 10.19585/j.zjdl.2010.10.001
参考文献(References):
- 吴开贵,吴中福.大电网可靠性计算中的负荷削减策略[J].重庆大学学报,2003,26(7):28-31.
- 刘洋,周家启.大电网可靠性评估最优负荷削减模型[J].重庆大学学报,2003,26(10):52-55.
- 幸荣霞,姚爱明,谢开贵,等.大电网可靠性影响分析的潮流跟踪方法[J].电网技术,2006,30(10):54-58.
- 赵渊,周家启,刘洋.发输电组合系统可靠性评估中的最优负荷削减模型分析[J].电网技术,2004,28(10):54-58.
- 陈宝林.最优化理论与算法(第2版)[M].北京:清华大学出版社,2005.
- 邢文训,谢金星.现代优化计算方法(第2版)[M].第2版.北京:清华大学出版社,2005.
- 熊信银,吴耀武.遗传算法及其在电力系统中的应用[M].武汉:华中科技大学出版社,2002.
- 玄光男,程润伟.遗传算法与工程优化[M].于歆杰,周根贵,译.北京:清华大学出版社,2004.
- 丘文千.混合优化方法及其在电力系统无功优化中的应用[J].中国电力,2009,42(4):45-48.
- 孙洪波.电力网络规划[M].重庆:重庆大学出版社,1996.
- 电力系统可靠性
- 随机规划
- 不确定规划
- 多阶段规划
- 遗传算法
power system reliability - stochastic planning
- uncertain planning
- multistage planning
- genetic algorithm